Evaluation Algorithm Based on Markov Process for GPS Per-slot and Constellation Availability

Ershen Wang, Zhi-ming Hu, Pingping Qu, Tao Pang, Yi Jiang, Jia-mei Chen
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引用次数: 1

Abstract

In civil aviation and other navigation application fields, the per-slot availability and constellation availability of global positioning system (GPS) is a key indicator to evaluate the performance of GPS. In this paper, the per-slot availability and constellation availability of GPS is evaluated and analyzed. Based on Markov process, the model of per-slot availability is set up. In this model, the failure rate and restoration rate of per-slot are taken into account. Moreover, combined with the backup situation of satellites, the constellation availability evaluation models of signal-in-space (SIS) and service are proposed. Based on the above evaluation models, the performance of GPS per-slot availability and constellation availability are evaluated by using the measured data. The results show that GPS per-slot availability and constellation availability have had a very high availability probability. The per-slot availability probability is larger than 0.998. And the constellation availability probability of SIS and service can respectively reach 0.999 999 963 and 0.955 3 respectively when there is no faulted satellites. Meanwhile, the results are instructive for the study of the availability performance evaluation of global BeiDou Navigation Satellite System (BDS).
基于马尔可夫过程的GPS每时隙和星座可用性评估算法
在民航等导航应用领域,全球定位系统(GPS)的每时隙可用性和星座可用性是评价GPS性能的关键指标。本文对GPS的每时隙可用性和星座可用性进行了评估和分析。基于马尔可夫过程,建立了每槽可用性模型。该模型考虑了每槽的故障率和恢复率。此外,结合卫星备份情况,提出了星中信号和业务的星座可用性评估模型。在上述评价模型的基础上,利用实测数据对GPS的每时隙可用性和星座可用性进行了评价。结果表明,GPS的每时隙可用性和星座可用性具有很高的可用概率。每个槽位可用概率大于0.998。无故障卫星时,SIS和业务的星座可用概率分别可达0.999 999 963和0.955 3。同时,研究结果对全球北斗卫星导航系统(BDS)可用性性能评估的研究具有指导意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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